SURFsara Research: Losing GPU Memory Constraints

Rethinking AI Algorithms to Improve Results

Rethinking AI Algorithms to Improve Results

SURFsara has been helping realize a transformative impact on the general HPC community using AI-based computing methods. New research shows how some AI algorithms are significantly hampered due to designs limited by the highly constrained local memory available to a GPU. Significant new results for AI algorithms came about when SURFsara researchers, with the memory capacities of Intel CPU-based ...systems, found ways to apply AI algorithms to new problems that were previously considered too complex to be targeted by a data-intensive approach.